{"slug": "magpie", "name": "Magpie", "category": "ai", "category_name": "AI tools and apps", "description": "", "recommenders": 3, "commenters": 3, "warners": 0, "score": 2.676, "rising": -0.98, "first": "2026-02-05", "latest": "2026-07-04", "why": "This is a great solution for something fully private and self-hosted.", "why_is_quote": true, "has_verdict": false, "sentiment": {"recommend": 3, "neutral": 0, "compare": 0, "warn": 0}, "spark": [0, 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0], "listed": true, "loved": [], "caveat": "", "short_quote": "This is a great solution for something fully private and self-hosted.", "kind": "", "icon": false, "domain": null, "github_repo": "github.com/liliu-z/magpie", "official_url": "https://github.com/liliu-z/magpie", "pricing": "", "aliases": ["Magpie", "magpie", "MAGPIE"], "verdict": null, "praise": [{"label": "", "summary": "", "quotes": [{"id": 780579072, "item_id": 48786192, "url": "https://news.ycombinator.com/item?id=48786192", "by": "andy99", "date": "2026-07-04", "version": null, "stance": "recommend", "quote": "Worth looking at the concept", "excerpt": "I realize hallucination has no precise definition but this doesn\u2019t sound at all like anything I\u2019ve ever heard called hallucination. Hallucination is usually plausible wrong answers or made up info that ends up fitting the most likely response (like a manufactured citation) and comes from the way LLMs work at predicting tokens. This example demonstrates completely implausible output, it\u2019s not something that fits with ", "context": "", "use_case": "LLM alignment data generation", "switched_from": "", "story": "Potential session/cache leakage between workspace instances or consumer accounts"}, {"id": 772378560, "item_id": 48273660, "url": "https://news.ycombinator.com/item?id=48273660", "by": "crabmusket", "date": "2026-05-25", "version": null, "stance": "recommend", "quote": "the magpie tool[2], and also this recent article from Cloudflare about their code review stack[3] are all quite compelling", "excerpt": "The linked article about getting LLMs to critique each others' code review[1], the magpie tool[2], and also this recent article from Cloudflare about their code review stack[3] are all quite compelling. I'm fairly AI-skeptical not on grounds of \"do they work\" but \"are they good for the world\". I feel that getting AIs to do this kind of review work is a rare case that doesn't outsource thinking and deskill workers. It", "context": "", "use_case": "", "switched_from": "", "story": "Using AI to write better code more slowly"}, {"id": 750402416, "item_id": 46900151, "url": "https://news.ycombinator.com/item?id=46900151", "by": "christpetron", "date": "2026-02-05", "version": null, "stance": "recommend", "quote": "This is a great solution for something fully private and self-hosted.", "excerpt": "Nice work! This is a great solution for something fully private and self-hosted. I'm building something in this space too (hosted, not self-hosted) and it's encouraging to see a clean open-source option for people who want full control. For anyone reading who wants this but doesn't want to manage Docker/infrastructure: I'm working on a hosted alternative at https://mailbridge.app. Different tradeoff: you're trusting ", "context": "", "use_case": "Email aggregation", "switched_from": "", "story": "Show HN: Magpie \u2013 my self-hosted replacement for Google/Yahoo email aggregation"}]}], "caveats": [], "who": [], "tags": [], "use_cases": ["llm alignment data generation", "email aggregation"], "compared": [], "makers": [{"id": 789295682, "item_id": 49330980, "url": "https://news.ycombinator.com/item?id=49330980", "by": "cdelsolar", "date": "2026-08-17", "version": null, "stance": "recommend", "quote": "it is _absurdly_ fast", "excerpt": "Yes, you can see the following: - https://domino14.github.io/macondo/ - my AI, written in Go. Mostly meant as a \"research\" tool and doesn't have a proper GUI yet. - https://github.com/andy-k/wolges - an implementation of a Scrabble AI from scratch in Rust. Andy is very smart and came up with his own algorithm and data structure that we now use throughout our projects - https://github.com/jvc56/MAGPIE - a friend start", "context": "", "use_case": "", "switched_from": "", "story": "Born Against, or why hobby programming communities are against LLM usage"}, {"id": 786840518, "item_id": 49177532, "url": "https://news.ycombinator.com/item?id=49177532", "by": "MehulMangave", "date": "2026-08-04", "version": null, "stance": "recommend", "quote": "I built Magpie, a multi-agent tool that won Most Innovative Use of Agents at the Harness hackathon", "excerpt": "Location: SF Bay Area Remote: Yes Willing to relocate: Yes Technologies: AWS, Azure, Terraform, Python, CI/CD, Docker, Kubernetes, Backend systems, RAG/LLM pipelines, AI agents/MCP R\u00e9sum\u00e9/CV: https://drive.google.com/file/d/1QS9N0TTYbmhfTP9U_Dzx70T_95_-SZdT/view?usp=sharing Portfolio: https://mehul-portfolio-sand.vercel.app/ Email: mehul.mangave@sjsu.edu I am a recent MS Computer Engineering grad (SJSU, May 2026) loo", "context": "Recent MS Computer Engineering grad (SJSU, May 2026)", "use_case": "Multi-agent tool (hackathon winner)", "switched_from": "", "story": "Ask HN: Who wants to be hired? (August 2026)"}, {"id": 775243552, "item_id": 48452722, "url": "https://news.ycombinator.com/item?id=48452722", "by": "nineplay", "date": "2026-06-08", "version": null, "stance": "recommend", "quote": "magpie - extracts book recommendations from reddit threads.", "excerpt": "magpie - extracts book recommendations from reddit threads. I had a bunch of saved threads from 'books' and 'suggestmeabook' and 'printsf' etc., and I realized I could pull them down and do a semantic search. https://github.com/clashleyca/magpie", "context": "", "use_case": "extract book recommendations from Reddit", "switched_from": "", "story": "Ask HN: What are tools you have made for yourself since the advent of AI"}], "threads": [{"url": "https://news.ycombinator.com/item?id=49187061", "title": "Born Against, or why hobby programming communities are against LLM usage", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=49156682", "title": "Ask HN: Who wants to be hired? (August 2026)", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=48785485", "title": "Potential session/cache leakage between workspace instances or consumer accounts", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=48449187", "title": "Ask HN: What are tools you have made for yourself since the advent of AI", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=48272984", "title": "Using AI to write better code more slowly", "mentions": 1}, {"url": "https://news.ycombinator.com/item?id=46840144", "title": "Show HN: Magpie \u2013 my self-hosted replacement for Google/Yahoo email aggregation", "mentions": 1}], "sentiment_by_month": {"2025-11": {}, "2025-12": {}, "2026-01": {}, "2026-02": {"recommend": 1}, "2026-03": {}, "2026-04": {}, "2026-05": {"recommend": 1}, "2026-06": {}, "2026-07": {"recommend": 1}, "2026-08": {}, "2026-09": {}, "2026-10": {}}, "versions": [], "version_unnamed": 0, "family_ref": null, "runs_on": null, "lines": [], "quotes": [{"id": 780579072, "item_id": 48786192, "url": "https://news.ycombinator.com/item?id=48786192", "by": "andy99", "date": "2026-07-04", "version": null, "stance": "recommend", "quote": "Worth looking at the concept", "excerpt": "I realize hallucination has no precise definition but this doesn\u2019t sound at all like anything I\u2019ve ever heard called hallucination. Hallucination is usually plausible wrong answers or made up info that ends up fitting the most likely response (like a manufactured citation) and comes from the way LLMs work at predicting tokens. This example demonstrates completely implausible output, it\u2019s not something that fits with ", "context": "", "use_case": "LLM alignment data generation", "switched_from": "", "story": "Potential session/cache leakage between workspace instances or consumer accounts"}, {"id": 772378560, "item_id": 48273660, "url": "https://news.ycombinator.com/item?id=48273660", "by": "crabmusket", "date": "2026-05-25", "version": null, "stance": "recommend", "quote": "the magpie tool[2], and also this recent article from Cloudflare about their code review stack[3] are all quite compelling", "excerpt": "The linked article about getting LLMs to critique each others' code review[1], the magpie tool[2], and also this recent article from Cloudflare about their code review stack[3] are all quite compelling. I'm fairly AI-skeptical not on grounds of \"do they work\" but \"are they good for the world\". I feel that getting AIs to do this kind of review work is a rare case that doesn't outsource thinking and deskill workers. It", "context": "", "use_case": "", "switched_from": "", "story": "Using AI to write better code more slowly"}, {"id": 750402416, "item_id": 46900151, "url": "https://news.ycombinator.com/item?id=46900151", "by": "christpetron", "date": "2026-02-05", "version": null, "stance": "recommend", "quote": "This is a great solution for something fully private and self-hosted.", "excerpt": "Nice work! This is a great solution for something fully private and self-hosted. I'm building something in this space too (hosted, not self-hosted) and it's encouraging to see a clean open-source option for people who want full control. For anyone reading who wants this but doesn't want to manage Docker/infrastructure: I'm working on a hosted alternative at https://mailbridge.app. Different tradeoff: you're trusting ", "context": "", "use_case": "Email aggregation", "switched_from": "", "story": "Show HN: Magpie \u2013 my self-hosted replacement for Google/Yahoo email aggregation"}]}